rag-gate-stats-code / ci /rag-gate.example.yml
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# Example GitHub Actions job: block a PR when the candidate RAG config is worse than the baseline
# by more than the margin, using the paired non-inferiority gate (G3) from this project.
# Assumes your eval step writes per-query scores to CSV files with columns: qid,recall@5
name: rag-gate
on: [pull_request]
jobs:
gate:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: astral-sh/setup-uv@v6
- run: uv sync
# Replace with your own evaluation; both files must cover the same golden-set queries.
- run: uv run python your_eval.py --config main.yaml --out baseline.csv
- run: uv run python your_eval.py --config candidate.yaml --out candidate.csv
- run: uv run python -m gatestats.gates baseline.csv candidate.csv --metric recall@5 --margin 0.02